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A Portrait of One Scientist as a Graduate Student

Authors: Ivanov, Paul, UC Berkeley

Track: General

Video

[23:40]

In this talk, I will focus on the how of reproducible research. I will focus on specific tools and techniques I have found invaluable in doing research in a reproducible manner. In particular, I will cover the following general topics (with specific examples in parentheses): version control and code provenance (git), code verification (test driven development, nosetests), data integrity (sha1, md5, git-annex), seed saving ( random seed retention ) distribution of datasets (mirroring, git-annex, metalinks), light-weight analysis capture ( ttyrec, ipython notebook)